West Bengal Chief Minister Mamata Banerjee on Tuesday visited BJP MP Khagen Murmu at a private hospital in Siliguri, where he was undergoing treatment after being assaulted during a visit to flood and landslide-affected areas in the northern part of the state a day ago.